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Improve RAG with Real-World Benchmarks
Latest submissions
Revolutionise E-Commerce with LLM!
Latest submissions
See Allgraded | 270855 | ||
graded | 270854 | ||
graded | 270853 |
Evaluate Natural Conversations
Latest submissions
Advanced Building Control & Grid-Resilience
Latest submissions
Small Object Detection and Classification
Latest submissions
Amazon KDD Cup 2022
Latest submissions
Decode Complex Shopping Concepts And Terminologies.
Latest submissions
See Allgraded | 270401 | ||
graded | 270400 | ||
graded | 270399 |
Make Informed Decisions with Shopping Knowledge
Latest submissions
See Allgraded | 270527 | ||
graded | 270526 | ||
graded | 270525 |
Improve RAG with Real-World Benchmarks | KDD Cup 2025
Latest submissions
Participant | Rating |
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Participant | Rating |
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[Acroquest]YAMALEX Amazon KDD Cup '23: Multilingual Recommendation ChallengeView
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[Acroquest]YAMALEX Amazon KDD Cup 2024: Multi-Task Online Shopping Challenge for LLMsView
Amazon KDD Cup 2024: Multi-Task Online Shopping Ch

Note for our final evaluation
8 months agoHi @yilun_jin
- When will you publish Final Leaderboard?
We will write paper if our team will be ranked within 5th in per track. - What happens if there is more than one person of the same rank?(5th member is all passed paper or not?)

Note for our final evaluation
8 months agoHi. @yilun_jin
thanks for your correspondence. I will check manually mark issues before selection of submissions

Note for our final evaluation
8 months agoHi @yilun_jin
I uploaded git tag before 23:55 UTC, but I couldnβt put tag for submission this code before 23:55 UTC.(donβt show issue). but UTC 00:00(July11), submission system automatically start submission.
How about these situation submission? include final submission or not?
ex)

All Submissions Are Failing
8 months agoIβm facing this situation now. Debug log donβt have error message.
https://gitlab.aicrowd.com/tereka/kddcup-2024-phase2-v11/-/issues/28


Why submission failed?
10 months agoticket(submission) #262179 is failed. cause is β Track5 Allaround Validation: pod deleted"
why pod is deleted? I canβt see logs. validation process is succeed in local.
(url include solution of model type, I didnβt paste it)

Storage in submission
11 months ago@yilun_jin
No, I would like to upload other files
I canβt upload safetensors(one file have 23GB)

Storage in submission
11 months ago@yilun_jin @aicrowd_team
Thank you for reply.
I modified my Dockerfile(remove .git), but validation is failed.
Is there any specific issue you are facing in terms of checking in the model weights to your repository ?
yes, I need to upload 20GB over .safetensor, I try to upload using git lfs, but itβs failed.(timeoutβ¦?)
so I use git clone during Docker build
log output is that upload size is 200GB. why�
if you need more detail, I can tell detail situation using email.


Storage in submission
12 months agoHi.
I tried git clone(lfs) in Dockerfile.
because I canβt upload using git lfs for huggingface models.
I face storage problem during submission.
Build Packages And Env: The node was low on resource: ephemeral-storage. Container wait was using 84Ki, which exceeds its request of 0.
I would like to know submission environment.
- What limit of storage in Docker?(100GB?, 150GB? or more?)
- Do Docker and the files to be submitted (Gitlab Repository files) use different storage?

Clarify how to use the dataset(include external)
12 months agoHi! Thank you for reply!
I understand your response.

Clarify how to use the dataset(include external)
12 months agoThanks for holding this competition.
This competition is very exciting for me.
this competition data rule is very complex, I would like to clarify.
- finetune is ok? or not?(e.g. LoRA)
- LLM(e.g. chatgpt) based new problems generation is ok? or not?(not re labeling)
I understand public dataset will become public after competiton.
Amazon KDD Cup '23: Multilingual Recommendation Ch


Clarification and More Information for Phase 2
Almost 2 years ago@dipam
thank you for reply.
Could you use the phase 1 test set for feature engineering?

Clarification and More Information for Phase 2
Almost 2 years agoyes, I think so. how to rank this competition.

How many times can I submit in a day?
Almost 2 years agoHi! thanks.
this limit is only using CLI. in this same time, I can submit it using GUI.

How many times can I submit in a day?
Almost 2 years agoI submit task1 3times, task 2 2times. but I canβt submit task 2 using CLI
The rule is written this. I understand 5 submissions per task(we are allowed task1 5, task2 5).
Itβs correct or not?
A Team may make only five submission per task per 24-hour period.
Task 1: Next Product Recommendation

What order is prev items?
Almost 2 years agoThanks! I totally agree with Chris.
I experiment time-weight method in Local Validation.
high index number is better than lower.
also I found this sentence in AIcrowd | Task 1 - Getting Started | Posts
The Multilingual Shopping Session Dataset is a collection of anonymized customer sessions containing products from six different locales, namely English, German, Japanese, French, Italian, and Spanish. It consists of two main components: user sessions and product attributes. User sessions are a list of products that a user has engaged with in chronological order, while product attributes include various details like product title, price in local currency, brand, color, and description.

What order is prev items?
Almost 2 years agoThank you for holding this competition.
What order is a column of βprev_itemsβ?
a lower index is newer? or older?
Note for our final evaluation
8 months agothank you for reply, Iβm looking forward to displaying final result!